Shaping of molecular weight distribution using B-spline based predictive probability density function control

2004 ◽  
Author(s):  
Hong Yue ◽  
Jinfang Zhang ◽  
Hong Wang ◽  
Liulin Cao
Keyword(s):  
Molecular Weight ◽  
Probability Density Function ◽  
Probability Density ◽  
Density Function ◽  
Molecular Weight Distribution ◽  
Weight Distribution ◽  
B Spline ◽  
Predictive Probability

scholarly journals Shaping of molecular weight distribution by iterative learning probability density function control strategies

2008 ◽  
Vol 222 (7) ◽  
pp. 639-653 ◽  
Author(s):  
H Yue ◽  
H Wang ◽  
J Zhang
Keyword(s):  
Molecular Weight ◽  
Probability Density Function ◽  
Probability Density ◽  
Density Function ◽  
Molecular Weight Distribution ◽  
Weight Distribution ◽  
Control Strategies ◽  
Iterative Learning ◽  
Function Technique ◽  
B Spline

A mathematical model is developed for the molecular weight distribution (MWD) of free-radical styrene polymerization in a simulated semi-batch reactor system. The generation function technique and moment method are employed to establish the MWD model in the form of Schultz—Zimm distribution. Both static and dynamic models are described in detail. In order to achieve the closed-loop MWD shaping by output probability density function (PDF) control, the dynamic MWD model is further developed by a linear B-spline approximation. Based on the general form of the B-spline MWD model, iterative learning PDF control strategies have been investigated in order to improve the MWD control performance. Discussions on the simulation studies show the advantages and limitations of the methodology.

Extraction and Partial Purification of Protease from Bilimbi (Averrhoa bilimbi L.)

2013 ◽  
Vol 10 (2) ◽  
pp. 29
Author(s):  
Normah Ismail ◽  
Nur' Ain Mohamad Kharoe
Keyword(s):  
Molecular Weight ◽  
Protein Content ◽  
Ammonium Sulfate ◽  
Molecular Weight Distribution ◽  
Weight Distribution ◽  
Protease Activity ◽  
Protein Concentration ◽  
Temperature Stability ◽  
Partial Purification ◽  
Ammonium Sulfate Precipitation

Unripe and ripe bilimbi (Averrhoa bilimbi L.) were ground and the extracted juices were partially purified by ammonium sulfate precipitation at the concentrations of 40 and 60% (w/v). The collected proteases were analysed for pH, temperature stability, storage stability, molecular weight distribution, protein concentration and protein content. Protein content of bilimbi fruit was 0.89 g. Protease activity of both the unripe and ripe fruit were optimum at pH 4 and 40°C when the juice were purified at 40 and 60% ammonium sulfate precipitation. A decreased in protease activity was observed during the seven days of storage at 4°C. Molecular weight distribution indicated that the proteases protein bands fall between IO to 220 kDa. Protein bands were observed at 25, 50 and 160 kDa in both the unripe and ripe bilimbi proteases purified with 40% ammonium sulfate, however, the bands were more intense in those from unripe bilimbi. No protein bands were seen in proteases purified with 60% ammonium sulfate. Protein concentration was higher for proteases extracted with 40% ammonium sulfate at both ripening stages. Thus, purification using 40% ammonium sulfate precipitation could be a successful method to partially purify proteases from bilimbi especially from the unripe stage. 

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